--- title: "Junliang Guo — author profile and papers · Machine translation" description: "Junliang Guo, University of Science and Technology of China: 2 papers on Elamur Research (2021–2023), h-index 16 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/junliang-guo/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/junliang-guo/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Junliang Guo # Junliang Guo Junliang Guo has 2 papers in our library, in 2021–2023, most of them on [Machine translation](https://md.research.elamur.ai/free/en/topics/machine-translation/), [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Bei Li](https://md.research.elamur.ai/free/en/authors/bei-li/), [Boxing Chen](https://md.research.elamur.ai/free/en/authors/boxing-chen/), [Jiajun Chen](https://md.research.elamur.ai/free/en/authors/jiajun-chen/). 2 papers in our library · 2021–2023 [OpenAlex](https://openalex.org/A5055122985) · [ORCID](https://orcid.org/0000-0001-8360-5483) · [**h-index 16**](https://openalex.org/authors/A5055122985) · [65 works](https://openalex.org/works?filter=author.id:A5055122985) · [1,015 citations](https://openalex.org/works?filter=author.id:A5055122985&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/junliang-guo/#papers) · [🔗 Cited 158 times in our library](https://md.research.elamur.ai/free/en/authors/junliang-guo/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #6141](https://md.research.elamur.ai/free/en/paper-stars/page/62/#star-6141) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Junliang+Guo) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Junliang+Guo) · [dblp](https://dblp.org/search?q=Junliang+Guo) · [ACL Anthology](https://aclanthology.org/search/?q=Junliang+Guo) ## Affiliations [🎓**University of Science and Technology of China** Hefei · China 2018–2026 · 18 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-science-and-technology-of-china/) · [🎓**Tianjin University** Tianjin · China 2024–2026 · 4 papers*current*](https://md.research.elamur.ai/free/en/universities/tianjin-university/) · [🏛️**Chinese Academy of Sciences** Beijing · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/government/chinese-academy-of-sciences/) · [🔬**Suzhou Institute of Nano-tech and Nano-bionics** Suzhou · China 2026 · 1 paper*current*](https://ror.org/0027d9x02) · [🏢**Microsoft Research Asia** Beijing · China 2022–2025 · 15 papers](https://md.research.elamur.ai/free/en/companies/microsoft-research-asia/) · [🎓**Henan University of Science and Technology** Luoyang · China 2022–2025 · 4 papers](https://ror.org/05d80kz58) · [🏢**Microsoft** Redmond · United States 2023–2025 · 3 papers](https://md.research.elamur.ai/free/en/companies/microsoft/) · [🔬**National Joint Engineering Research Center for Abrasion Control and Molding of Metal Materials** Luoyang · China 2022–2025 · 2 papers](https://ror.org/001tfps68) · [🎓**Peking University** Beijing · China 2023–2025 · 2 papers](https://md.research.elamur.ai/free/en/universities/peking-university/) · [🎓**Changchun University of Technology** Changchun · China 2013–2014 · 2 papers](https://ror.org/052pakb34) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 8 more institutions on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 4 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 2 Research subjects and languages the work is about.[Machine translation · 1 work](https://md.research.elamur.ai/free/en/topics/machine-translation/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/junliang-guo/year/2023/) · [**2021** 1 paper](https://md.research.elamur.ai/free/en/authors/junliang-guo/year/2021/) ## Papers The most cited first (OpenAlex and our library). 1. **[Adaptive Nearest Neighbor Machine Translation](https://md.research.elamur.ai/free/en/papers/zheng-2021-adaptive-nearest-neighbor-machine-translation/)** *(2021 · 120 citations)* kNN-MT improves a pre-trained NMT model by looking up similar decoder states in a datastore of cached contexts and their target tokens. 2. **[EvoPrompt: Connecting LLMs with Evolutionary Algorithms Yields Powerful Prompt Optimizers](https://md.research.elamur.ai/free/en/papers/guo-2023-evoprompt-connecting-llms-evolutionary-algorithms/)** *(2023 · 111 citations)* Prompt quality strongly shapes how well large language models perform, yet writing good instructions by hand takes effort and expertise. ## All works 4 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. **[Adaptive Nearest Neighbor Machine Translation](https://md.research.elamur.ai/free/en/papers/zheng-2021-adaptive-nearest-neighbor-machine-translation/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Xin Zheng, Zhirui Zhang, Junliang Guo, et al.*2021 · 120 citations* 2. [**EvoPrompt: Connecting LLMs with Evolutionary Algorithms Yields Powerful Prompt Optimizers arXiv:2309.08532**Qingyan Guo, Rui Wang, Junliang Guo, et al.*2023 · 111 citations*](https://md.research.elamur.ai/free/en/papers/guo-2023-evoprompt-connecting-llms-evolutionary-algorithms/) 3. **[Jointly Masked Sequence-to-Sequence Model for Non-Autoregressive Neural Machine Translation ↗](https://aclanthology.org/2020.acl-main.36/) Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yet**Junliang Guo, Linli Xu, Enhong Chen*2020 · 83 citations* 4. **[A Study of Syntactic Multi-Modality in Non-Autoregressive Machine Translation ↗](https://aclanthology.org/2022.naacl-main.126/) Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yet**Kexun Zhang et al.*2022 · 11 citations* ## Co-authors here 12 co-authors with a page, the most papers together first. - [Bei Li](https://md.research.elamur.ai/free/en/authors/bei-li/) - [Boxing Chen](https://md.research.elamur.ai/free/en/authors/boxing-chen/) - [Jiajun Chen](https://md.research.elamur.ai/free/en/authors/jiajun-chen/) - [Jiang Bian](https://md.research.elamur.ai/free/en/authors/jiang-bian/) - [Kaitao Song](https://md.research.elamur.ai/free/en/authors/kaitao-song/) - [Rui Wang](https://md.research.elamur.ai/free/en/authors/rui-wang/) - [Shujian Huang](https://md.research.elamur.ai/free/en/authors/shujian-huang/) - [Weihua Luo](https://md.research.elamur.ai/free/en/authors/weihua-luo/) - [Xin Zheng](https://md.research.elamur.ai/free/en/authors/xin-zheng/) - [Xu Tan](https://md.research.elamur.ai/free/en/authors/xu-tan/) - [Yujiu Yang](https://md.research.elamur.ai/free/en/authors/yujiu-yang/) - [Zhirui Zhang](https://md.research.elamur.ai/free/en/authors/zhirui-zhang/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/) ×2: [ACL 2021](https://md.research.elamur.ai/free/en/venues/acl/2021/) - Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies ## Cited by Papers of our library cite their works 158 times (of the 149,439 papers whose bibliographies we read); [29 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/junliang-guo/cited-by/). Updated 2 November 2026